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Solution to an Implementation Issue for a Two-Step ARX Algorithm, with Application to the Czochralski Crystallization Process

Sammendrag

DSR E is a system identification algorithm for identification of linear time-invariant systems. DARX is a two-step ARX algorithm which approximates DSR E. The second step of DARX slightly differs from the standard ARX form. Apparently this prevents standard ARX software from being used, requiring a tailor-made implementation of ARX. This paper presents a rewriting of the second step of DARX. Applying this rewriting standard ARX software can be used also for the second step of DARX, simplifying the overall implementation of DARX. The rewriting is validated using timeseries logged at a real-life Czochralski crystallization process.

Kategori

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Språk

Engelsk

Forfatter(e)

  • Magnus Komperød
  • John Atle Bones
  • Bernt Lie

Institusjon(er)

  • Høgskolen i Østfold
  • Ukjent
  • SINTEF AS
  • Universitetet i Sørøst-Norge

År

2009

Forlag

Scandinavian Simulation Society

Bok

Solution to an Implementation Issue for a Two-Step ARX Algorithm, with Application to the Czochralski Crystallization Process

Side(r)

333 - 340

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